Optimality of Message-Passing Architectures for Sparse Graphs.
Aseem BaranwalAukosh JagannathKimon FountoulakisPublished in: CoRR (2023)
Keyphrases
- message passing
- belief propagation
- interconnection networks
- distributed systems
- shared memory
- distributed shared memory
- probabilistic inference
- factor graphs
- sum product algorithm
- markov random field
- inference in graphical models
- junction tree
- approximate inference
- graphical models
- sum product
- loopy belief propagation
- parallel architectures
- model selection
- max product
- optimal solution
- image processing